Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation
Global climate change and sea level rise are increasing the risks of flooding for coastal communities. Probabilistic coastal flood risk analysis at regional or global scales requires flood models with relatively low data requirements and low computational costs. Bathtub inundation models, which comp...
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sg-ntu-dr.10356-1729782024-01-08T15:30:46Z Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation Kasmalkar, Indraneel Wagenaar, Dennis Bill-Weilandt, Alina Choong, Jeanette Manimaran, Sonali Lim, Tian Ning Rabonza, Maricar Lallemant, David Asian School of the Environment Earth Observatory of Singapore Social sciences::Geography::Environmental sciences Coastal Flooding Bathtub Model Global climate change and sea level rise are increasing the risks of flooding for coastal communities. Probabilistic coastal flood risk analysis at regional or global scales requires flood models with relatively low data requirements and low computational costs. Bathtub inundation models, which compute flood depth as the difference between water level and ground elevation, are well-suited for large-scale flood risk analysis. However, these models may overestimate floods because they do not capture some of the relevant underlying hydrodynamic processes that govern flood propagation on land. We present Flow-Tub, a modified bathtub inundation model that integrates two hydrodynamic processes to improve the accuracy of the bathtub inundation model while retaining computational efficiency: hydraulic connectivity and path-based attenuation. 1. Hydraulic connectivity ensures that inundation is restricted to areas connected to the water source. 2. Path-based attenuation ensures that the modeled flood water depths are reduced along the flow paths to represent the effects of surface friction and the temporary nature of storm surges. We validate the Flow-tub model against a hydrodynamic model. We also compare results of the bathtub model and the Flow-Tub model, highlighting the improved accuracy in the estimation of flood depths in the latter. Ministry of Education (MOE) National Research Foundation (NRF) Published version This research has been supported by the Ministry of Education, Singapore (grant no. MOE 2019-T3-1-004) and by the National Research Foundation, Prime Minister's Office, Singapore under the NRF-NRFF2018-06 award. 2024-01-08T00:54:46Z 2024-01-08T00:54:46Z 2024 Journal Article Kasmalkar, I., Wagenaar, D., Bill-Weilandt, A., Choong, J., Manimaran, S., Lim, T. N., Rabonza, M. & Lallemant, D. (2024). Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation. MethodsX, 12, 102524-. https://dx.doi.org/10.1016/j.mex.2023.102524 2215-0161 https://hdl.handle.net/10356/172978 10.1016/j.mex.2023.102524 2-s2.0-85180583802 12 102524 en MOE 2019-T3-1-004 NRF-NRFF2018-06 MethodsX © 2023 Published by Elsevier B.V. This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/)/ application/pdf |
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Social sciences::Geography::Environmental sciences Coastal Flooding Bathtub Model Kasmalkar, Indraneel Wagenaar, Dennis Bill-Weilandt, Alina Choong, Jeanette Manimaran, Sonali Lim, Tian Ning Rabonza, Maricar Lallemant, David Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
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Global climate change and sea level rise are increasing the risks of flooding for coastal communities. Probabilistic coastal flood risk analysis at regional or global scales requires flood models with relatively low data requirements and low computational costs. Bathtub inundation models, which compute flood depth as the difference between water level and ground elevation, are well-suited for large-scale flood risk analysis. However, these models may overestimate floods because they do not capture some of the relevant underlying hydrodynamic processes that govern flood propagation on land. We present Flow-Tub, a modified bathtub inundation model that integrates two hydrodynamic processes to improve the accuracy of the bathtub inundation model while retaining computational efficiency: hydraulic connectivity and path-based attenuation. 1. Hydraulic connectivity ensures that inundation is restricted to areas connected to the water source. 2. Path-based attenuation ensures that the modeled flood water depths are reduced along the flow paths to represent the effects of surface friction and the temporary nature of storm surges. We validate the Flow-tub model against a hydrodynamic model. We also compare results of the bathtub model and the Flow-Tub model, highlighting the improved accuracy in the estimation of flood depths in the latter. |
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Asian School of the Environment |
author_facet |
Asian School of the Environment Kasmalkar, Indraneel Wagenaar, Dennis Bill-Weilandt, Alina Choong, Jeanette Manimaran, Sonali Lim, Tian Ning Rabonza, Maricar Lallemant, David |
format |
Article |
author |
Kasmalkar, Indraneel Wagenaar, Dennis Bill-Weilandt, Alina Choong, Jeanette Manimaran, Sonali Lim, Tian Ning Rabonza, Maricar Lallemant, David |
author_sort |
Kasmalkar, Indraneel |
title |
Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
title_short |
Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
title_full |
Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
title_fullStr |
Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
title_full_unstemmed |
Flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
title_sort |
flow-tub model: a modified bathtub flood model with hydraulic connectivity and path-based attenuation |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/172978 |
_version_ |
1789483124756840448 |